Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 240 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 66.9 KiB |
| Average record size in memory | 285.2 B |
Variable types
| NUM | 12 |
|---|---|
| CAT | 3 |
POSS is highly correlated with MIN | High correlation |
MIN is highly correlated with POSS | High correlation |
%PFD is highly correlated with %FTA | High correlation |
%FTA is highly correlated with %PFD | High correlation |
%PTS is highly correlated with %FGA | High correlation |
%FGA is highly correlated with %PTS | High correlation |
TEAM is uniformly distributed | Uniform |
PLAYER has unique values | Unique |
%3PA has 3 (1.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-04-10 17:28:50.086156 |
|---|---|
| Analysis finished | 2022-04-10 17:28:59.837435 |
| Duration | 9.75 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 240 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| Bruce Brown | 1 |
|---|---|
| Cam Thomas | 1 |
| Danny Green | 1 |
| Carmelo Anthony | 1 |
| Isaiah Stewart | 1 |
| Other values (235) |
| Value | Count | Frequency (%) | |
| Bruce Brown | 1 | 0.4% | |
| Cam Thomas | 1 | 0.4% | |
| Danny Green | 1 | 0.4% | |
| Carmelo Anthony | 1 | 0.4% | |
| Isaiah Stewart | 1 | 0.4% | |
| Lauri Markkanen | 1 | 0.4% | |
| Bojan Bogdanovic | 1 | 0.4% | |
| Amir Coffey | 1 | 0.4% | |
| Tyus Jones | 1 | 0.4% | |
| Reggie Jackson | 1 | 0.4% | |
| Corey Kispert | 1 | 0.4% | |
| Jaren Jackson Jr. | 1 | 0.4% | |
| Jrue Holiday | 1 | 0.4% | |
| Miles Bridges | 1 | 0.4% | |
| Domantas Sabonis | 1 | 0.4% | |
| Tim Hardaway Jr. | 1 | 0.4% | |
| Talen Horton-Tucker | 1 | 0.4% | |
| Jae Crowder | 1 | 0.4% | |
| Damion Lee | 1 | 0.4% | |
| Raul Neto | 1 | 0.4% | |
| Gary Payton II | 1 | 0.4% | |
| Cole Anthony | 1 | 0.4% | |
| Oshae Brissett | 1 | 0.4% | |
| Coby White | 1 | 0.4% | |
| Joe Ingles | 1 | 0.4% | |
| Other values (215) | 215 | 89.6% |
Frequencies of value counts
Unique
| Unique | 240 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 24 |
|---|---|
| Median length | 13 |
| Mean length | 13.175 |
| Min length | 8 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 287 | 9.1% | |
| 254 | 8.0% | ||
| a | 237 | 7.5% | |
| r | 232 | 7.3% | |
| n | 232 | 7.3% | |
| o | 203 | 6.4% | |
| i | 173 | 5.5% | |
| l | 144 | 4.6% | |
| s | 132 | 4.2% | |
| t | 108 | 3.4% | |
| u | 81 | 2.6% | |
| d | 76 | 2.4% | |
| y | 76 | 2.4% | |
| J | 58 | 1.8% | |
| c | 56 | 1.8% | |
| m | 56 | 1.8% | |
| h | 54 | 1.7% | |
| B | 44 | 1.4% | |
| M | 44 | 1.4% | |
| D | 42 | 1.3% | |
| k | 41 | 1.3% | |
| A | 36 | 1.1% | |
| g | 36 | 1.1% | |
| C | 36 | 1.1% | |
| v | 30 | 0.9% | |
| Other values (29) | 394 | 12.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 2347 | 74.2% | |
| Uppercase Letter | 531 | 16.8% | |
| Space Separator | 254 | 8.0% | |
| Other Punctuation | 23 | 0.7% | |
| Dash Punctuation | 7 | 0.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 58 | 10.9% | |
| B | 44 | 8.3% | |
| M | 44 | 8.3% | |
| D | 42 | 7.9% | |
| A | 36 | 6.8% | |
| C | 36 | 6.8% | |
| G | 27 | 5.1% | |
| R | 26 | 4.9% | |
| T | 26 | 4.9% | |
| H | 25 | 4.7% | |
| K | 23 | 4.3% | |
| P | 21 | 4.0% | |
| L | 20 | 3.8% | |
| S | 19 | 3.6% | |
| W | 17 | 3.2% | |
| I | 16 | 3.0% | |
| N | 12 | 2.3% | |
| V | 10 | 1.9% | |
| O | 9 | 1.7% | |
| E | 8 | 1.5% | |
| F | 7 | 1.3% | |
| Z | 3 | 0.6% | |
| Q | 1 | 0.2% | |
| Y | 1 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 287 | 12.2% | |
| a | 237 | 10.1% | |
| r | 232 | 9.9% | |
| n | 232 | 9.9% | |
| o | 203 | 8.6% | |
| i | 173 | 7.4% | |
| l | 144 | 6.1% | |
| s | 132 | 5.6% | |
| t | 108 | 4.6% | |
| u | 81 | 3.5% | |
| d | 76 | 3.2% | |
| y | 76 | 3.2% | |
| c | 56 | 2.4% | |
| m | 56 | 2.4% | |
| h | 54 | 2.3% | |
| k | 41 | 1.7% | |
| g | 36 | 1.5% | |
| v | 30 | 1.3% | |
| b | 30 | 1.3% | |
| w | 17 | 0.7% | |
| p | 12 | 0.5% | |
| z | 12 | 0.5% | |
| f | 9 | 0.4% | |
| x | 8 | 0.3% | |
| j | 4 | 0.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 254 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 7 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 16 | 69.6% | |
| ' | 7 | 30.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 2878 | 91.0% | |
| Common | 284 | 9.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 287 | 10.0% | |
| a | 237 | 8.2% | |
| r | 232 | 8.1% | |
| n | 232 | 8.1% | |
| o | 203 | 7.1% | |
| i | 173 | 6.0% | |
| l | 144 | 5.0% | |
| s | 132 | 4.6% | |
| t | 108 | 3.8% | |
| u | 81 | 2.8% | |
| d | 76 | 2.6% | |
| y | 76 | 2.6% | |
| J | 58 | 2.0% | |
| c | 56 | 1.9% | |
| m | 56 | 1.9% | |
| h | 54 | 1.9% | |
| B | 44 | 1.5% | |
| M | 44 | 1.5% | |
| D | 42 | 1.5% | |
| k | 41 | 1.4% | |
| A | 36 | 1.3% | |
| g | 36 | 1.3% | |
| C | 36 | 1.3% | |
| v | 30 | 1.0% | |
| b | 30 | 1.0% | |
| Other values (25) | 334 | 11.6% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 254 | 89.4% | ||
| . | 16 | 5.6% | |
| - | 7 | 2.5% | |
| ' | 7 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 3162 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 287 | 9.1% | |
| 254 | 8.0% | ||
| a | 237 | 7.5% | |
| r | 232 | 7.3% | |
| n | 232 | 7.3% | |
| o | 203 | 6.4% | |
| i | 173 | 5.5% | |
| l | 144 | 4.6% | |
| s | 132 | 4.2% | |
| t | 108 | 3.4% | |
| u | 81 | 2.6% | |
| d | 76 | 2.4% | |
| y | 76 | 2.4% | |
| J | 58 | 1.8% | |
| c | 56 | 1.8% | |
| m | 56 | 1.8% | |
| h | 54 | 1.7% | |
| B | 44 | 1.4% | |
| M | 44 | 1.4% | |
| D | 42 | 1.3% | |
| k | 41 | 1.3% | |
| A | 36 | 1.1% | |
| g | 36 | 1.1% | |
| C | 36 | 1.1% | |
| v | 30 | 0.9% | |
| Other values (29) | 394 | 12.5% |
H
Real number (ℝ≥0)
| Distinct | 15 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.2125 |
|---|---|
| Minimum | 72 |
| Maximum | 87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 76 |
| median | 78 |
| Q3 | 80.25 |
| 95-th percentile | 83 |
| Maximum | 87 |
| Range | 15 |
| Interquartile range (IQR) | 4.25 |
Descriptive statistics
| Standard deviation | 3.095524168 |
|---|---|
| Coefficient of variation (CV) | 0.03957838156 |
| Kurtosis | -0.5694845756 |
| Mean | 78.2125 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1116214457 |
| Sum | 18771 |
| Variance | 9.582269874 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 77 | 35 | 14.6% | |
| 79 | 27 | 11.2% | |
| 76 | 25 | 10.4% | |
| 78 | 24 | 10.0% | |
| 80 | 22 | 9.2% | |
| 81 | 21 | 8.8% | |
| 75 | 18 | 7.5% | |
| 83 | 16 | 6.7% | |
| 82 | 14 | 5.8% | |
| 73 | 13 | 5.4% | |
| 74 | 11 | 4.6% | |
| 84 | 6 | 2.5% | |
| 72 | 5 | 2.1% | |
| 85 | 2 | 0.8% | |
| 87 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 72 | 5 | 2.1% | |
| 73 | 13 | 5.4% | |
| 74 | 11 | 4.6% | |
| 75 | 18 | 7.5% | |
| 76 | 25 | 10.4% | |
| 77 | 35 | 14.6% | |
| 78 | 24 | 10.0% | |
| 79 | 27 | 11.2% | |
| 80 | 22 | 9.2% | |
| 81 | 21 | 8.8% |
| Value | Count | Frequency (%) | |
| 87 | 1 | 0.4% | |
| 85 | 2 | 0.8% | |
| 84 | 6 | 2.5% | |
| 83 | 16 | 6.7% | |
| 82 | 14 | 5.8% | |
| 81 | 21 | 8.8% | |
| 80 | 22 | 9.2% | |
| 79 | 27 | 11.2% | |
| 78 | 24 | 10.0% | |
| 77 | 35 | 14.6% |
POS
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| G | |
|---|---|
| F | |
| G-F | |
| F-C | |
| C |
| Value | Count | Frequency (%) | |
| G | 98 | 40.8% | |
| F | 62 | 25.8% | |
| G-F | 35 | 14.6% | |
| F-C | 29 | 12.1% | |
| C | 16 | 6.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.533333333 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| G | 133 | 36.1% | |
| F | 126 | 34.2% | |
| - | 64 | 17.4% | |
| C | 45 | 12.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 304 | 82.6% | |
| Dash Punctuation | 64 | 17.4% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| G | 133 | 43.8% | |
| F | 126 | 41.4% | |
| C | 45 | 14.8% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 64 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 304 | 82.6% | |
| Common | 64 | 17.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| G | 133 | 43.8% | |
| F | 126 | 41.4% | |
| C | 45 | 14.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| - | 64 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 368 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| G | 133 | 36.1% | |
| F | 126 | 34.2% | |
| - | 64 | 17.4% | |
| C | 45 | 12.2% |
| Distinct | 30 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| MIN | 8 |
|---|---|
| MIA | 8 |
| OKC | 8 |
| PHX | 8 |
| WAS | 8 |
| Other values (25) |
| Value | Count | Frequency (%) | |
| MIN | 8 | 3.3% | |
| MIA | 8 | 3.3% | |
| OKC | 8 | 3.3% | |
| PHX | 8 | 3.3% | |
| WAS | 8 | 3.3% | |
| CLE | 8 | 3.3% | |
| LAL | 8 | 3.3% | |
| UTA | 8 | 3.3% | |
| BKN | 8 | 3.3% | |
| IND | 8 | 3.3% | |
| CHI | 8 | 3.3% | |
| MEM | 8 | 3.3% | |
| CHA | 8 | 3.3% | |
| ORL | 8 | 3.3% | |
| ATL | 8 | 3.3% | |
| PHI | 8 | 3.3% | |
| BOS | 8 | 3.3% | |
| SAS | 8 | 3.3% | |
| POR | 8 | 3.3% | |
| TOR | 8 | 3.3% | |
| LAC | 8 | 3.3% | |
| DET | 8 | 3.3% | |
| HOU | 8 | 3.3% | |
| SAC | 8 | 3.3% | |
| GSW | 8 | 3.3% | |
| Other values (5) | 40 | 16.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| A | 80 | 11.1% | |
| L | 64 | 8.9% | |
| O | 56 | 7.8% | |
| I | 48 | 6.7% | |
| N | 48 | 6.7% | |
| C | 48 | 6.7% | |
| S | 48 | 6.7% | |
| M | 40 | 5.6% | |
| H | 40 | 5.6% | |
| T | 32 | 4.4% | |
| E | 32 | 4.4% | |
| P | 32 | 4.4% | |
| D | 32 | 4.4% | |
| R | 24 | 3.3% | |
| K | 24 | 3.3% | |
| B | 16 | 2.2% | |
| U | 16 | 2.2% | |
| W | 16 | 2.2% | |
| X | 8 | 1.1% | |
| Y | 8 | 1.1% | |
| G | 8 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 720 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 80 | 11.1% | |
| L | 64 | 8.9% | |
| O | 56 | 7.8% | |
| I | 48 | 6.7% | |
| N | 48 | 6.7% | |
| C | 48 | 6.7% | |
| S | 48 | 6.7% | |
| M | 40 | 5.6% | |
| H | 40 | 5.6% | |
| T | 32 | 4.4% | |
| E | 32 | 4.4% | |
| P | 32 | 4.4% | |
| D | 32 | 4.4% | |
| R | 24 | 3.3% | |
| K | 24 | 3.3% | |
| B | 16 | 2.2% | |
| U | 16 | 2.2% | |
| W | 16 | 2.2% | |
| X | 8 | 1.1% | |
| Y | 8 | 1.1% | |
| G | 8 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 720 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 80 | 11.1% | |
| L | 64 | 8.9% | |
| O | 56 | 7.8% | |
| I | 48 | 6.7% | |
| N | 48 | 6.7% | |
| C | 48 | 6.7% | |
| S | 48 | 6.7% | |
| M | 40 | 5.6% | |
| H | 40 | 5.6% | |
| T | 32 | 4.4% | |
| E | 32 | 4.4% | |
| P | 32 | 4.4% | |
| D | 32 | 4.4% | |
| R | 24 | 3.3% | |
| K | 24 | 3.3% | |
| B | 16 | 2.2% | |
| U | 16 | 2.2% | |
| W | 16 | 2.2% | |
| X | 8 | 1.1% | |
| Y | 8 | 1.1% | |
| G | 8 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 720 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| A | 80 | 11.1% | |
| L | 64 | 8.9% | |
| O | 56 | 7.8% | |
| I | 48 | 6.7% | |
| N | 48 | 6.7% | |
| C | 48 | 6.7% | |
| S | 48 | 6.7% | |
| M | 40 | 5.6% | |
| H | 40 | 5.6% | |
| T | 32 | 4.4% | |
| E | 32 | 4.4% | |
| P | 32 | 4.4% | |
| D | 32 | 4.4% | |
| R | 24 | 3.3% | |
| K | 24 | 3.3% | |
| B | 16 | 2.2% | |
| U | 16 | 2.2% | |
| W | 16 | 2.2% | |
| X | 8 | 1.1% | |
| Y | 8 | 1.1% | |
| G | 8 | 1.1% |
GP
Real number (ℝ≥0)
| Distinct | 43 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.80833333 |
|---|---|
| Minimum | 27 |
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 44.9 |
| Q1 | 59.75 |
| median | 66 |
| Q3 | 72 |
| 95-th percentile | 78 |
| Maximum | 80 |
| Range | 53 |
| Interquartile range (IQR) | 12.25 |
Descriptive statistics
| Standard deviation | 9.970077268 |
|---|---|
| Coefficient of variation (CV) | 0.1538394332 |
| Kurtosis | 0.9480414401 |
| Mean | 64.80833333 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.9686777941 |
| Sum | 15554 |
| Variance | 99.40244073 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 64 | 14 | 5.8% | |
| 65 | 13 | 5.4% | |
| 69 | 13 | 5.4% | |
| 73 | 11 | 4.6% | |
| 66 | 11 | 4.6% | |
| 63 | 10 | 4.2% | |
| 75 | 10 | 4.2% | |
| 74 | 10 | 4.2% | |
| 72 | 10 | 4.2% | |
| 67 | 10 | 4.2% | |
| 70 | 9 | 3.8% | |
| 56 | 9 | 3.8% | |
| 68 | 8 | 3.3% | |
| 71 | 8 | 3.3% | |
| 59 | 6 | 2.5% | |
| 61 | 6 | 2.5% | |
| 76 | 6 | 2.5% | |
| 77 | 6 | 2.5% | |
| 79 | 6 | 2.5% | |
| 51 | 5 | 2.1% | |
| 78 | 5 | 2.1% | |
| 62 | 5 | 2.1% | |
| 60 | 5 | 2.1% | |
| 80 | 4 | 1.7% | |
| 57 | 4 | 1.7% | |
| Other values (18) | 36 | 15.0% |
| Value | Count | Frequency (%) | |
| 27 | 1 | 0.4% | |
| 34 | 1 | 0.4% | |
| 35 | 1 | 0.4% | |
| 36 | 1 | 0.4% | |
| 40 | 2 | 0.8% | |
| 41 | 1 | 0.4% | |
| 42 | 3 | 1.2% | |
| 43 | 2 | 0.8% | |
| 45 | 2 | 0.8% | |
| 47 | 3 | 1.2% |
| Value | Count | Frequency (%) | |
| 80 | 4 | 1.7% | |
| 79 | 6 | 2.5% | |
| 78 | 5 | 2.1% | |
| 77 | 6 | 2.5% | |
| 76 | 6 | 2.5% | |
| 75 | 10 | 4.2% | |
| 74 | 10 | 4.2% | |
| 73 | 11 | 4.6% | |
| 72 | 10 | 4.2% | |
| 71 | 8 | 3.3% |
| Distinct | 228 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1802.225 |
|---|---|
| Minimum | 924 |
| Maximum | 2815 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 924 |
|---|---|
| 5-th percentile | 1087.95 |
| Q1 | 1438.25 |
| median | 1801 |
| Q3 | 2130 |
| 95-th percentile | 2544.2 |
| Maximum | 2815 |
| Range | 1891 |
| Interquartile range (IQR) | 691.75 |
Descriptive statistics
| Standard deviation | 446.3004403 |
|---|---|
| Coefficient of variation (CV) | 0.2476385803 |
| Kurtosis | -0.83218362 |
| Mean | 1802.225 |
| Median Absolute Deviation (MAD) | 341 |
| Skewness | 0.05853181852 |
| Sum | 432534 |
| Variance | 199184.0831 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 2298 | 2 | 0.8% | |
| 1560 | 2 | 0.8% | |
| 1393 | 2 | 0.8% | |
| 1223 | 2 | 0.8% | |
| 1206 | 2 | 0.8% | |
| 1585 | 2 | 0.8% | |
| 2081 | 2 | 0.8% | |
| 1500 | 2 | 0.8% | |
| 1981 | 2 | 0.8% | |
| 1409 | 2 | 0.8% | |
| 1012 | 2 | 0.8% | |
| 1804 | 2 | 0.8% | |
| 1910 | 1 | 0.4% | |
| 1396 | 1 | 0.4% | |
| 2366 | 1 | 0.4% | |
| 1860 | 1 | 0.4% | |
| 1862 | 1 | 0.4% | |
| 2544 | 1 | 0.4% | |
| 2379 | 1 | 0.4% | |
| 1869 | 1 | 0.4% | |
| 1871 | 1 | 0.4% | |
| 1361 | 1 | 0.4% | |
| 1876 | 1 | 0.4% | |
| 1367 | 1 | 0.4% | |
| 1369 | 1 | 0.4% | |
| Other values (203) | 203 | 84.6% |
| Value | Count | Frequency (%) | |
| 924 | 1 | 0.4% | |
| 945 | 1 | 0.4% | |
| 966 | 1 | 0.4% | |
| 970 | 1 | 0.4% | |
| 984 | 1 | 0.4% | |
| 1012 | 2 | 0.8% | |
| 1050 | 1 | 0.4% | |
| 1059 | 1 | 0.4% | |
| 1064 | 1 | 0.4% | |
| 1074 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 2815 | 1 | 0.4% | |
| 2781 | 1 | 0.4% | |
| 2713 | 1 | 0.4% | |
| 2705 | 1 | 0.4% | |
| 2678 | 1 | 0.4% | |
| 2658 | 1 | 0.4% | |
| 2618 | 1 | 0.4% | |
| 2596 | 1 | 0.4% | |
| 2592 | 1 | 0.4% | |
| 2582 | 1 | 0.4% |
| Distinct | 233 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3738.479167 |
|---|---|
| Minimum | 1894 |
| Maximum | 5892 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 1894 |
|---|---|
| 5-th percentile | 2275.9 |
| Q1 | 3002.25 |
| median | 3710.5 |
| Q3 | 4444 |
| 95-th percentile | 5121.95 |
| Maximum | 5892 |
| Range | 3998 |
| Interquartile range (IQR) | 1441.75 |
Descriptive statistics
| Standard deviation | 917.1090058 |
|---|---|
| Coefficient of variation (CV) | 0.245316067 |
| Kurtosis | -0.7978706498 |
| Mean | 3738.479167 |
| Median Absolute Deviation (MAD) | 722.5 |
| Skewness | 0.05411490517 |
| Sum | 897235 |
| Variance | 841088.9284 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 4154 | 3 | 1.2% | |
| 3842 | 2 | 0.8% | |
| 4207 | 2 | 0.8% | |
| 4900 | 2 | 0.8% | |
| 2617 | 2 | 0.8% | |
| 2517 | 2 | 0.8% | |
| 5120 | 1 | 0.4% | |
| 3946 | 1 | 0.4% | |
| 3442 | 1 | 0.4% | |
| 4314 | 1 | 0.4% | |
| 2918 | 1 | 0.4% | |
| 2916 | 1 | 0.4% | |
| 3427 | 1 | 0.4% | |
| 4447 | 1 | 0.4% | |
| 4958 | 1 | 0.4% | |
| 4613 | 1 | 0.4% | |
| 4443 | 1 | 0.4% | |
| 4467 | 1 | 0.4% | |
| 5493 | 1 | 0.4% | |
| 4468 | 1 | 0.4% | |
| 3413 | 1 | 0.4% | |
| 3446 | 1 | 0.4% | |
| 3447 | 1 | 0.4% | |
| 3876 | 1 | 0.4% | |
| 3450 | 1 | 0.4% | |
| Other values (208) | 208 | 86.7% |
| Value | Count | Frequency (%) | |
| 1894 | 1 | 0.4% | |
| 1930 | 1 | 0.4% | |
| 1983 | 1 | 0.4% | |
| 1998 | 1 | 0.4% | |
| 2038 | 1 | 0.4% | |
| 2118 | 1 | 0.4% | |
| 2128 | 1 | 0.4% | |
| 2189 | 1 | 0.4% | |
| 2213 | 1 | 0.4% | |
| 2231 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 5892 | 1 | 0.4% | |
| 5862 | 1 | 0.4% | |
| 5730 | 1 | 0.4% | |
| 5667 | 1 | 0.4% | |
| 5521 | 1 | 0.4% | |
| 5510 | 1 | 0.4% | |
| 5493 | 1 | 0.4% | |
| 5405 | 1 | 0.4% | |
| 5363 | 1 | 0.4% | |
| 5187 | 1 | 0.4% |
| Distinct | 139 |
|---|---|
| Distinct (%) | 57.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.3675 |
|---|---|
| Minimum | 9.4 |
| Maximum | 34.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 9.4 |
|---|---|
| 5-th percentile | 11.795 |
| Q1 | 16.2 |
| median | 20.05 |
| Q3 | 23.825 |
| 95-th percentile | 30.205 |
| Maximum | 34.8 |
| Range | 25.4 |
| Interquartile range (IQR) | 7.625 |
Descriptive statistics
| Standard deviation | 5.45992877 |
|---|---|
| Coefficient of variation (CV) | 0.2680706405 |
| Kurtosis | -0.3670674756 |
| Mean | 20.3675 |
| Median Absolute Deviation (MAD) | 3.85 |
| Skewness | 0.2989150679 |
| Sum | 4888.2 |
| Variance | 29.81082218 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 19.9 | 6 | 2.5% | |
| 16.2 | 6 | 2.5% | |
| 23.1 | 5 | 2.1% | |
| 18.4 | 5 | 2.1% | |
| 18.5 | 5 | 2.1% | |
| 25 | 4 | 1.7% | |
| 22.6 | 4 | 1.7% | |
| 17.6 | 4 | 1.7% | |
| 13.6 | 4 | 1.7% | |
| 21.2 | 4 | 1.7% | |
| 14.9 | 4 | 1.7% | |
| 15.6 | 3 | 1.2% | |
| 22.4 | 3 | 1.2% | |
| 24.9 | 3 | 1.2% | |
| 20.6 | 3 | 1.2% | |
| 15.5 | 3 | 1.2% | |
| 20.8 | 3 | 1.2% | |
| 23.4 | 3 | 1.2% | |
| 20.9 | 3 | 1.2% | |
| 15.7 | 3 | 1.2% | |
| 17.2 | 3 | 1.2% | |
| 26.8 | 3 | 1.2% | |
| 22.5 | 3 | 1.2% | |
| 19.6 | 3 | 1.2% | |
| 10.6 | 3 | 1.2% | |
| Other values (114) | 147 | 61.3% |
| Value | Count | Frequency (%) | |
| 9.4 | 1 | 0.4% | |
| 9.8 | 1 | 0.4% | |
| 10.2 | 1 | 0.4% | |
| 10.3 | 2 | 0.8% | |
| 10.5 | 1 | 0.4% | |
| 10.6 | 3 | 1.2% | |
| 11.2 | 1 | 0.4% | |
| 11.5 | 1 | 0.4% | |
| 11.7 | 1 | 0.4% | |
| 11.8 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 34.8 | 1 | 0.4% | |
| 34.4 | 1 | 0.4% | |
| 33.7 | 1 | 0.4% | |
| 32.5 | 1 | 0.4% | |
| 32.2 | 1 | 0.4% | |
| 32 | 1 | 0.4% | |
| 31.9 | 1 | 0.4% | |
| 31.1 | 1 | 0.4% | |
| 30.9 | 1 | 0.4% | |
| 30.8 | 1 | 0.4% |
| Distinct | 173 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.51708333 |
|---|---|
| Minimum | 0 |
| Maximum | 41.1 |
| Zeros | 3 |
| Zeros (%) | 1.2% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.49 |
| Q1 | 14.575 |
| median | 21.05 |
| Q3 | 27.85 |
| 95-th percentile | 34.715 |
| Maximum | 41.1 |
| Range | 41.1 |
| Interquartile range (IQR) | 13.275 |
Descriptive statistics
| Standard deviation | 9.751798452 |
|---|---|
| Coefficient of variation (CV) | 0.475301401 |
| Kurtosis | -0.3846892111 |
| Mean | 20.51708333 |
| Median Absolute Deviation (MAD) | 6.7 |
| Skewness | -0.4144287877 |
| Sum | 4924.1 |
| Variance | 95.09757305 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 0.1 | 7 | 2.9% | |
| 26.2 | 5 | 2.1% | |
| 21.2 | 4 | 1.7% | |
| 0 | 3 | 1.2% | |
| 17.5 | 3 | 1.2% | |
| 28 | 3 | 1.2% | |
| 28.4 | 3 | 1.2% | |
| 22.9 | 3 | 1.2% | |
| 20.1 | 3 | 1.2% | |
| 31.6 | 3 | 1.2% | |
| 23.8 | 3 | 1.2% | |
| 22.8 | 3 | 1.2% | |
| 30 | 3 | 1.2% | |
| 11.3 | 3 | 1.2% | |
| 25.7 | 3 | 1.2% | |
| 21 | 3 | 1.2% | |
| 31 | 2 | 0.8% | |
| 21.7 | 2 | 0.8% | |
| 20 | 2 | 0.8% | |
| 17.7 | 2 | 0.8% | |
| 20.3 | 2 | 0.8% | |
| 17.9 | 2 | 0.8% | |
| 16.2 | 2 | 0.8% | |
| 11 | 2 | 0.8% | |
| 31.2 | 2 | 0.8% | |
| Other values (148) | 167 | 69.6% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 1.2% | |
| 0.1 | 7 | 2.9% | |
| 0.2 | 1 | 0.4% | |
| 0.3 | 1 | 0.4% | |
| 0.5 | 1 | 0.4% | |
| 0.7 | 1 | 0.4% | |
| 0.8 | 1 | 0.4% | |
| 0.9 | 1 | 0.4% | |
| 1.6 | 1 | 0.4% | |
| 1.7 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 41.1 | 1 | 0.4% | |
| 39.8 | 1 | 0.4% | |
| 39.4 | 1 | 0.4% | |
| 37.9 | 1 | 0.4% | |
| 37.5 | 1 | 0.4% | |
| 37.1 | 1 | 0.4% | |
| 37 | 1 | 0.4% | |
| 35.8 | 1 | 0.4% | |
| 35.4 | 1 | 0.4% | |
| 35.2 | 1 | 0.4% |
| Distinct | 173 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.2 |
|---|---|
| Minimum | 2.2 |
| Maximum | 62.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 6.6 |
| Q1 | 12.9 |
| median | 18.75 |
| Q3 | 25.025 |
| 95-th percentile | 40.08 |
| Maximum | 62.8 |
| Range | 60.6 |
| Interquartile range (IQR) | 12.125 |
Descriptive statistics
| Standard deviation | 10.52114428 |
|---|---|
| Coefficient of variation (CV) | 0.5208487268 |
| Kurtosis | 1.395457794 |
| Mean | 20.2 |
| Median Absolute Deviation (MAD) | 6.2 |
| Skewness | 1.022263537 |
| Sum | 4848 |
| Variance | 110.694477 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 19.3 | 4 | 1.7% | |
| 16.6 | 4 | 1.7% | |
| 23.9 | 4 | 1.7% | |
| 21.5 | 4 | 1.7% | |
| 17.3 | 3 | 1.2% | |
| 23 | 3 | 1.2% | |
| 6.6 | 3 | 1.2% | |
| 11.9 | 3 | 1.2% | |
| 23.8 | 3 | 1.2% | |
| 12.1 | 3 | 1.2% | |
| 15.1 | 3 | 1.2% | |
| 21.6 | 3 | 1.2% | |
| 17.7 | 2 | 0.8% | |
| 17.9 | 2 | 0.8% | |
| 10.4 | 2 | 0.8% | |
| 4.4 | 2 | 0.8% | |
| 15.3 | 2 | 0.8% | |
| 26 | 2 | 0.8% | |
| 20.4 | 2 | 0.8% | |
| 11.1 | 2 | 0.8% | |
| 16.5 | 2 | 0.8% | |
| 12.9 | 2 | 0.8% | |
| 31.2 | 2 | 0.8% | |
| 17.6 | 2 | 0.8% | |
| 6.9 | 2 | 0.8% | |
| Other values (148) | 174 | 72.5% |
| Value | Count | Frequency (%) | |
| 2.2 | 1 | 0.4% | |
| 3.2 | 1 | 0.4% | |
| 4.4 | 2 | 0.8% | |
| 4.8 | 1 | 0.4% | |
| 5.1 | 1 | 0.4% | |
| 5.4 | 1 | 0.4% | |
| 5.6 | 1 | 0.4% | |
| 5.7 | 1 | 0.4% | |
| 6 | 1 | 0.4% | |
| 6.1 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 62.8 | 1 | 0.4% | |
| 61.1 | 1 | 0.4% | |
| 46.7 | 1 | 0.4% | |
| 46.6 | 1 | 0.4% | |
| 45.7 | 1 | 0.4% | |
| 45.5 | 1 | 0.4% | |
| 45.2 | 1 | 0.4% | |
| 43.7 | 1 | 0.4% | |
| 43.5 | 1 | 0.4% | |
| 42.9 | 1 | 0.4% |
%REB
Real number (ℝ≥0)
| Distinct | 170 |
|---|---|
| Distinct (%) | 70.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.87333333 |
|---|---|
| Minimum | 7.4 |
| Maximum | 51.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 7.4 |
|---|---|
| 5-th percentile | 9.395 |
| Q1 | 13.2 |
| median | 16.7 |
| Q3 | 25.525 |
| 95-th percentile | 37.42 |
| Maximum | 51.4 |
| Range | 44 |
| Interquartile range (IQR) | 12.325 |
Descriptive statistics
| Standard deviation | 8.88693492 |
|---|---|
| Coefficient of variation (CV) | 0.4471788789 |
| Kurtosis | 0.4094575296 |
| Mean | 19.87333333 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | 1.01795768 |
| Sum | 4769.6 |
| Variance | 78.97761227 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 13.3 | 6 | 2.5% | |
| 14.5 | 5 | 2.1% | |
| 12.7 | 5 | 2.1% | |
| 12.8 | 5 | 2.1% | |
| 12.6 | 5 | 2.1% | |
| 14 | 4 | 1.7% | |
| 13.9 | 3 | 1.2% | |
| 13.2 | 3 | 1.2% | |
| 12.3 | 3 | 1.2% | |
| 14.4 | 3 | 1.2% | |
| 15.7 | 3 | 1.2% | |
| 35.5 | 2 | 0.8% | |
| 12.4 | 2 | 0.8% | |
| 21.4 | 2 | 0.8% | |
| 15.9 | 2 | 0.8% | |
| 23.4 | 2 | 0.8% | |
| 10.9 | 2 | 0.8% | |
| 21.9 | 2 | 0.8% | |
| 17.7 | 2 | 0.8% | |
| 7.9 | 2 | 0.8% | |
| 13.1 | 2 | 0.8% | |
| 15.2 | 2 | 0.8% | |
| 17.6 | 2 | 0.8% | |
| 11.5 | 2 | 0.8% | |
| 14.8 | 2 | 0.8% | |
| Other values (145) | 167 | 69.6% |
| Value | Count | Frequency (%) | |
| 7.4 | 1 | 0.4% | |
| 7.7 | 1 | 0.4% | |
| 7.9 | 2 | 0.8% | |
| 8.5 | 1 | 0.4% | |
| 8.6 | 1 | 0.4% | |
| 8.9 | 2 | 0.8% | |
| 9 | 1 | 0.4% | |
| 9.1 | 2 | 0.8% | |
| 9.3 | 1 | 0.4% | |
| 9.4 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 51.4 | 1 | 0.4% | |
| 46.3 | 1 | 0.4% | |
| 44.6 | 1 | 0.4% | |
| 43.4 | 1 | 0.4% | |
| 43.3 | 1 | 0.4% | |
| 41.7 | 1 | 0.4% | |
| 40 | 1 | 0.4% | |
| 39.7 | 1 | 0.4% | |
| 39.3 | 1 | 0.4% | |
| 38.2 | 1 | 0.4% |
%AST
Real number (ℝ≥0)
| Distinct | 175 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.9825 |
|---|---|
| Minimum | 2.9 |
| Maximum | 55.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2.9 |
|---|---|
| 5-th percentile | 7.6 |
| Q1 | 11.275 |
| median | 16.85 |
| Q3 | 27.85 |
| 95-th percentile | 40.415 |
| Maximum | 55.5 |
| Range | 52.6 |
| Interquartile range (IQR) | 16.575 |
Descriptive statistics
| Standard deviation | 10.90651153 |
|---|---|
| Coefficient of variation (CV) | 0.5458031542 |
| Kurtosis | 0.2217206478 |
| Mean | 19.9825 |
| Median Absolute Deviation (MAD) | 6.65 |
| Skewness | 0.9189334814 |
| Sum | 4795.8 |
| Variance | 118.9519937 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 14.8 | 4 | 1.7% | |
| 9.3 | 3 | 1.2% | |
| 32.8 | 3 | 1.2% | |
| 32.3 | 3 | 1.2% | |
| 9.5 | 3 | 1.2% | |
| 16.8 | 3 | 1.2% | |
| 13.7 | 3 | 1.2% | |
| 11.2 | 3 | 1.2% | |
| 12 | 3 | 1.2% | |
| 11.6 | 3 | 1.2% | |
| 24.1 | 3 | 1.2% | |
| 10.9 | 3 | 1.2% | |
| 20.3 | 3 | 1.2% | |
| 9.2 | 3 | 1.2% | |
| 10.8 | 3 | 1.2% | |
| 14.2 | 3 | 1.2% | |
| 21.4 | 3 | 1.2% | |
| 20.5 | 3 | 1.2% | |
| 15.5 | 2 | 0.8% | |
| 11.9 | 2 | 0.8% | |
| 7.6 | 2 | 0.8% | |
| 11.3 | 2 | 0.8% | |
| 17.8 | 2 | 0.8% | |
| 12.8 | 2 | 0.8% | |
| 33.7 | 2 | 0.8% | |
| Other values (150) | 171 | 71.2% |
| Value | Count | Frequency (%) | |
| 2.9 | 1 | 0.4% | |
| 4.5 | 1 | 0.4% | |
| 4.7 | 2 | 0.8% | |
| 6.3 | 2 | 0.8% | |
| 6.9 | 1 | 0.4% | |
| 7 | 1 | 0.4% | |
| 7.1 | 1 | 0.4% | |
| 7.2 | 1 | 0.4% | |
| 7.5 | 1 | 0.4% | |
| 7.6 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 55.5 | 1 | 0.4% | |
| 53.3 | 1 | 0.4% | |
| 52.7 | 1 | 0.4% | |
| 51.5 | 1 | 0.4% | |
| 45.3 | 1 | 0.4% | |
| 44.9 | 1 | 0.4% | |
| 44.7 | 1 | 0.4% | |
| 43.5 | 1 | 0.4% | |
| 43 | 1 | 0.4% | |
| 41.8 | 1 | 0.4% |
%BLKA
Real number (ℝ≥0)
| Distinct | 155 |
|---|---|
| Distinct (%) | 64.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.70083333 |
|---|---|
| Minimum | 4.7 |
| Maximum | 45.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 4.7 |
|---|---|
| 5-th percentile | 8.4 |
| Q1 | 13.975 |
| median | 19.35 |
| Q3 | 23.925 |
| 95-th percentile | 34.2 |
| Maximum | 45.5 |
| Range | 40.8 |
| Interquartile range (IQR) | 9.95 |
Descriptive statistics
| Standard deviation | 7.731298081 |
|---|---|
| Coefficient of variation (CV) | 0.3924350788 |
| Kurtosis | 0.220598653 |
| Mean | 19.70083333 |
| Median Absolute Deviation (MAD) | 5.25 |
| Skewness | 0.5673201474 |
| Sum | 4728.2 |
| Variance | 59.77297001 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 21.9 | 5 | 2.1% | |
| 14.9 | 5 | 2.1% | |
| 23.6 | 5 | 2.1% | |
| 20.1 | 4 | 1.7% | |
| 10.6 | 4 | 1.7% | |
| 19.4 | 4 | 1.7% | |
| 27.4 | 4 | 1.7% | |
| 24.6 | 4 | 1.7% | |
| 11.6 | 3 | 1.2% | |
| 15.4 | 3 | 1.2% | |
| 19.2 | 3 | 1.2% | |
| 13.1 | 3 | 1.2% | |
| 21.8 | 3 | 1.2% | |
| 13.4 | 3 | 1.2% | |
| 17 | 3 | 1.2% | |
| 18.6 | 3 | 1.2% | |
| 14 | 3 | 1.2% | |
| 12.5 | 3 | 1.2% | |
| 13.6 | 2 | 0.8% | |
| 24 | 2 | 0.8% | |
| 20.8 | 2 | 0.8% | |
| 12.8 | 2 | 0.8% | |
| 21.1 | 2 | 0.8% | |
| 26.5 | 2 | 0.8% | |
| 25.4 | 2 | 0.8% | |
| Other values (130) | 161 | 67.1% |
| Value | Count | Frequency (%) | |
| 4.7 | 1 | 0.4% | |
| 5.3 | 1 | 0.4% | |
| 5.6 | 1 | 0.4% | |
| 5.9 | 1 | 0.4% | |
| 6.6 | 1 | 0.4% | |
| 7.1 | 1 | 0.4% | |
| 7.3 | 1 | 0.4% | |
| 7.5 | 2 | 0.8% | |
| 8.2 | 1 | 0.4% | |
| 8.3 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 45.5 | 1 | 0.4% | |
| 42.6 | 1 | 0.4% | |
| 41.8 | 1 | 0.4% | |
| 38.3 | 1 | 0.4% | |
| 37.9 | 1 | 0.4% | |
| 37.7 | 1 | 0.4% | |
| 37.1 | 1 | 0.4% | |
| 36.4 | 1 | 0.4% | |
| 35.5 | 2 | 0.8% | |
| 34.9 | 1 | 0.4% |
| Distinct | 174 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.08458333 |
|---|---|
| Minimum | 3 |
| Maximum | 57.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 7.68 |
| Q1 | 13.275 |
| median | 18.5 |
| Q3 | 25.1 |
| 95-th percentile | 37.805 |
| Maximum | 57.9 |
| Range | 54.9 |
| Interquartile range (IQR) | 11.825 |
Descriptive statistics
| Standard deviation | 9.383278316 |
|---|---|
| Coefficient of variation (CV) | 0.4671880995 |
| Kurtosis | 1.327252158 |
| Mean | 20.08458333 |
| Median Absolute Deviation (MAD) | 5.9 |
| Skewness | 0.9667719919 |
| Sum | 4820.3 |
| Variance | 88.04591196 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 15.8 | 4 | 1.7% | |
| 8.9 | 4 | 1.7% | |
| 18.5 | 4 | 1.7% | |
| 11.8 | 4 | 1.7% | |
| 13.9 | 3 | 1.2% | |
| 24.4 | 3 | 1.2% | |
| 16.4 | 3 | 1.2% | |
| 11.5 | 3 | 1.2% | |
| 9.8 | 3 | 1.2% | |
| 28.6 | 2 | 0.8% | |
| 25.1 | 2 | 0.8% | |
| 8.7 | 2 | 0.8% | |
| 16.5 | 2 | 0.8% | |
| 15 | 2 | 0.8% | |
| 16.7 | 2 | 0.8% | |
| 21.2 | 2 | 0.8% | |
| 18.7 | 2 | 0.8% | |
| 21.7 | 2 | 0.8% | |
| 15.9 | 2 | 0.8% | |
| 32.2 | 2 | 0.8% | |
| 15.2 | 2 | 0.8% | |
| 17.9 | 2 | 0.8% | |
| 24.1 | 2 | 0.8% | |
| 20.6 | 2 | 0.8% | |
| 24 | 2 | 0.8% | |
| Other values (149) | 177 | 73.8% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.4% | |
| 4.5 | 1 | 0.4% | |
| 4.9 | 1 | 0.4% | |
| 6 | 1 | 0.4% | |
| 6.3 | 1 | 0.4% | |
| 6.4 | 2 | 0.8% | |
| 6.6 | 1 | 0.4% | |
| 6.7 | 1 | 0.4% | |
| 7.1 | 1 | 0.4% | |
| 7.2 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 57.9 | 1 | 0.4% | |
| 57.8 | 1 | 0.4% | |
| 45.9 | 1 | 0.4% | |
| 41.3 | 2 | 0.8% | |
| 41.2 | 1 | 0.4% | |
| 41 | 1 | 0.4% | |
| 40.2 | 1 | 0.4% | |
| 39.4 | 1 | 0.4% | |
| 39.1 | 1 | 0.4% | |
| 38 | 1 | 0.4% |
| Distinct | 140 |
|---|---|
| Distinct (%) | 58.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.45166667 |
|---|---|
| Minimum | 10.1 |
| Maximum | 38.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 10.1 |
|---|---|
| 5-th percentile | 11.99 |
| Q1 | 16.475 |
| median | 19.95 |
| Q3 | 23.7 |
| 95-th percentile | 31.305 |
| Maximum | 38.7 |
| Range | 28.6 |
| Interquartile range (IQR) | 7.225 |
Descriptive statistics
| Standard deviation | 5.573217235 |
|---|---|
| Coefficient of variation (CV) | 0.272506751 |
| Kurtosis | 0.2609328524 |
| Mean | 20.45166667 |
| Median Absolute Deviation (MAD) | 3.65 |
| Skewness | 0.5719561624 |
| Sum | 4908.4 |
| Variance | 31.06075035 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 19.6 | 6 | 2.5% | |
| 19 | 5 | 2.1% | |
| 19.5 | 4 | 1.7% | |
| 21.4 | 4 | 1.7% | |
| 21.3 | 4 | 1.7% | |
| 16.2 | 4 | 1.7% | |
| 20.9 | 4 | 1.7% | |
| 16.6 | 4 | 1.7% | |
| 22.5 | 4 | 1.7% | |
| 18.8 | 3 | 1.2% | |
| 18.6 | 3 | 1.2% | |
| 19.7 | 3 | 1.2% | |
| 22.4 | 3 | 1.2% | |
| 16.1 | 3 | 1.2% | |
| 12.7 | 3 | 1.2% | |
| 17.7 | 3 | 1.2% | |
| 17.9 | 3 | 1.2% | |
| 20 | 3 | 1.2% | |
| 23.2 | 3 | 1.2% | |
| 26.2 | 3 | 1.2% | |
| 20.2 | 3 | 1.2% | |
| 13.8 | 3 | 1.2% | |
| 22.3 | 3 | 1.2% | |
| 15 | 3 | 1.2% | |
| 23.9 | 3 | 1.2% | |
| Other values (115) | 153 | 63.7% |
| Value | Count | Frequency (%) | |
| 10.1 | 1 | 0.4% | |
| 10.2 | 1 | 0.4% | |
| 10.5 | 1 | 0.4% | |
| 10.9 | 2 | 0.8% | |
| 11 | 2 | 0.8% | |
| 11.3 | 1 | 0.4% | |
| 11.4 | 1 | 0.4% | |
| 11.6 | 1 | 0.4% | |
| 11.7 | 1 | 0.4% | |
| 11.8 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 38.7 | 1 | 0.4% | |
| 36.4 | 1 | 0.4% | |
| 35.2 | 1 | 0.4% | |
| 34.9 | 1 | 0.4% | |
| 34 | 1 | 0.4% | |
| 33.3 | 1 | 0.4% | |
| 33.2 | 1 | 0.4% | |
| 33.1 | 1 | 0.4% | |
| 32.8 | 1 | 0.4% | |
| 31.7 | 2 | 0.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.